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In general, matrix or tensor-valued functions are approximated using the method developed for vector-valued functions by transforming the matrix-valued function into vector form. This paper proposes a tensor-based interpolation method to…

数值分析 · 数学 2026-05-08 Brij Nandan Tripathi , Hanumant Singh Shekhawat , Seip Weiland

The Empirical Interpolation Method (EIM) is a greedy procedure that constructs approximate representations of two-variable functions in separated form. In its classical presentation, the two variables play a non-symmetric role. In this…

数值分析 · 数学 2019-08-12 Fabien Casenave , Alexandre Ern , Tony Lelièvre

This article presents simple and easy proofs of the Implicit Function Theorem and the Inverse Function Theorem, in this order, both of them on a finite-dimensional Euclidean space, that employ only the Intermediate Value Theorem and the…

经典分析与常微分方程 · 数学 2022-02-16 Oswaldo Rio Branco de Oliveira

A function $f\colon\mathbb R\to\mathbb R$ is called \emph{$k$-monotone} if it is $(k-2)$-times differentiable and its $(k-2)$nd derivative is convex. A point set $P\subset\mathbb R^2$ is \emph{$k$-monotone interpolable} if it lies on a…

计算几何 · 计算机科学 2015-09-14 Josef Cibulka , Jiří Matoušek , Pavel Paták

We estimate the Lebesgue constants for Lagrange interpolation processes on one or several intervals by rational functions with fixed poles. We admit that the poles have accumulation points on the intervals. To prove it we use an analog of…

复变函数 · 数学 2024-06-19 Sergei Kalmykov , Alexey Lukashov

A new computational framework for evaluation of the gamma function $\Gamma(z)$ over the complex plane is developed. The algorithm is based on interpolation by rational functions, and generalizes the classical methods of Lanczos…

数值分析 · 数学 2021-09-28 Matthew F Causley

We provide detailed algebra for determining the integrated mean-squared prediction error (IMSPE) of designs of computer experiments, with one factor and one or two points, under the exponential, Gaussian, or either of two Matern correlation…

统计方法学 · 统计学 2019-05-20 Selden Crary

The need to approximate functions is ubiquitous in science, either due to empirical constraints or high computational cost of accessing the function. In high-energy physics, the precise computation of the scattering cross-section of a…

高能物理 - 唯象学 · 物理学 2022-06-08 Ibrahim Chahrour , James D. Wells

The new CLEO and LEP data on the eta-gamma and eta'-gamma transition form factors have renewed the interest in simple interpolation formulas, valid at any value of momentum transfer. We are going to show that recent theoretical and…

高能物理 - 唯象学 · 物理学 2009-10-31 Thorsten Feldmann , Peter Kroll

In this paper, we propose a new trigonometric interpolation algorithm and establish relevant convergent properties. The method adjusts an existing trigonometric interpolation algorithm such that it can better leverage Fast Fourier Transform…

数值分析 · 数学 2025-05-06 Xiaorong Zou

We study the Electrical Impedance Tomography Bayesian inverse problem for recovering the conductivity given noisy measurements of the voltage on some boundary surface electrodes. The uncertain conductivity depends linearly on a countable…

数值分析 · 数学 2023-06-16 Quang Huy Pham , Viet Ha Hoang

In recent years important progress has been achieved towards proving the validity of the replica predictions for the (asymptotic) mutual information (or "free energy") in Bayesian inference problems. The proof techniques that have emerged…

信息论 · 计算机科学 2018-10-30 Jean Barbier , Nicolas Macris

The basic formal and numerical aspects of different degree interpolated moving least-squares (IMLS) methods are studied using sixteen different combinations of coordinate system for fitting and weight functions. For the application we use…

化学物理 · 物理学 2007-05-23 Akio Kawano , Gia G. Maisuradze

In this paper, we obtain two interpolation theorems on convex-set valued Lebesgue spaces, which generalize the Marcinkiewicz interpolation theorem and Riesz-Thorin interpolation theorem on classical Lebesgue spaces, respectively. As…

泛函分析 · 数学 2024-01-02 Yuxun Zhang , Jiang Zhou

We present an elementary proof of a general version of Montel's theorem in several variables which is based on the use of tensor product polynomial interpolation. We also prove a Montel-Popoviciu's type theorem for functions…

经典分析与常微分方程 · 数学 2014-07-03 A. G. Aksoy , J. M. Almira

We consider the problem of uniform interpolation of functions with values in a complex inner product space of finite dimension. This problem can be casted within a modified weighted pluripotential theoretic framework. Indeed, in the…

复变函数 · 数学 2025-04-10 Ludovico Bruni Bruno , Federico Piazzon

In this work we introduce the concept of admissible integral $k$-mesh for sampling differential forms with contiuous coefficients on a real body $E\subset \R^n$, and provide two techniques for the construction of admissible integral…

数值分析 · 数学 2025-12-03 Ludovico Bruni Bruno , Federico Piazzon

In this paper we will explore the 2D system describing trapped ionic system in the quadrapole field with a superposition of rationally symmetric hexapole and octopole fields for meromorphic integrability. We use the Lyapunov's and…

动力系统 · 数学 2021-03-31 Georgi Georgiev

Considering a singularly perturbed convection-diffusion problem, we present an analysis for a superconvergence result using pointwise interpolation of Gau{\ss}-Lobatto type for higher-order streamline diffusion FEM. We show a useful…

数值分析 · 数学 2023-03-06 Sebastian Franz

We propose a new embedding method for a single vector and for a pair of vectors. This embedding method enables: a) efficient classification and regression of functions of single vectors; b) efficient approximation of distance functions; and…

机器学习 · 计算机科学 2016-08-09 Ofir Pele , Yakir Ben-Aliz
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